Employing Differentiable Neural Computers for Image Captioning and Neural Machine Translation

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✨ Differentiable Neural Computer

Differentiable neural computers learn how to use memory and how to produce answers completely from scratch. They learn to do so using the magic of optimisation: when a DNC produces an answer, we compare the answer to a desired correct answer. Over time, the controller learns to produce answers that are closer and closer to the correct answer. In the process, it figures out how to use its memory.